Evidence map›Paper›PMID 41890965›Full record

ArticleiScience2026

Spatiotemporal heterogeneity and multiscale social influencing factors of syphilis in the mainland of China, 2005-2022.

Ling Jia, Huixian Zhou, Jiani Mao, Jin Dai

Abstract read
In one paragraph

Article in iScience, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

4 authors.

Ling JiaAffiliated Hospital of North Sichuan Medical College, Nanchong, Sichuan, China.
Huixian ZhouCenter for Disease Control and Prevention of Jiulongpo District, Chongqing, China.
Jiani MaoTaizhou Hospital of Zhejiang Province Affiliated to Wenzhou Medical University, Taizhou, Zhejiang, China.
Jin DaiTaizhou Hospital of Zhejiang Province Affiliated to Wenzhou Medical University, Taizhou, Zhejiang, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

This study analyzes the spatiotemporal patterns and social determinants of syphilis in the mainland of China (2005-2022) to inform targeted resource allocation and control strategies. Using provincial-level syphilis incidence analyzed via joinpoint regression, spatial clustering, and multiscale geographically weighted regression (MGWR). We found the incidence significantly increased from 9.73 to 31.27 per 100,000 (AAPC = 6.81%), evolving through distinct "rapid increase-slow increase-decline" phases. Spatially, five distinct patterns emerged. Hotspots were concentrated in Fujian/Jiangxi, then shifted to Tibet/Xinjiang, and later spread to the central-southern regions. MGWR revealed significant spatial non-stationarity in social drivers: per capita GDP exerted a positive global effect, whereas the density of health technicians and medical institutions showed significant negative global effects, with the urbanization rate exhibiting suppressing effects globally but promoting effects locally. These findings demonstrate profound spatiotemporal heterogeneity in syphilis distribution, underscoring the necessity for differentiated prevention strategies prioritizing high-incidence border regions (e.g., Xinjiang and Tibet) and emerging risk areas (e.g., Yunnan and Guizhou).

Indexed as

BacteriologyMicrobiologyPublic health

Identifiers

PMID41890965
PMCPMC13014900

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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.